E-Book, Englisch, 314 Seiten, Web PDF
Terano / Asai / Sugeno Applied Fuzzy Systems
1. Auflage 2014
ISBN: 978-1-4832-6293-2
Verlag: Elsevier Science & Techn.
Format: PDF
Kopierschutz: 1 - PDF Watermark
E-Book, Englisch, 314 Seiten, Web PDF
ISBN: 978-1-4832-6293-2
Verlag: Elsevier Science & Techn.
Format: PDF
Kopierschutz: 1 - PDF Watermark
Applied Fuzzy Systems provides information pertinent to the fundamental aspects of fuzzy systems theory and its application. This book discusses the development of high-level artificial intelligence and information processing systems, as well as the realization of fuzzy computers. Organized into six chapters, this book begins with an overview of the fundamental problems addressed by fuzzy systems. This text then reviews standard computer logic or two-valued Boolean algebra. Other chapters consider bus scheduling, evaluation of structural reliability, applications of schema systems for decision-making, and processing of natural-language information and systems for medical diagnosis as examples of fuzzy expert systems. This book discusses as well a practical fuzzy expert system for durability evaluations of reinforced concrete slabs for bridges, along with an example of application. The final chapter deals with the important parts of the construction of fuzzy computers, their architecture, and the outlook for the future. This book is a valuable resource for engineers, mathematicians, technicians, and research workers.
Autoren/Hrsg.
Weitere Infos & Material
1;Front Cover;1
2;Applied Fuzzy Systems;4
3;Copyright Page;5
4;Table of Contents;6
5;Preface;8
6;Contributors;12
7;Chapter 1. Introduction to Fuzzy Systems;14
7.1;1.1 BALANCED TECHNOLOGY;14
7.2;1.2 MACRO KNOWLEDGE AND MACRO THINKING;16
7.3;1.3 MAN /MACHINE SYSTEMS;17
7.4;1.4 FUZZY SYSTEMS;18
7.5;REFERENCES;20
8;Chapter 2. Fuzzy Set Theory for Applications;22
8.1;2.1 CRISP SET THEORY;22
8.2;2.2 CRISP LOGIC;28
8.3;2.3 FUZZY SET THEORY;33
8.4;2.4 EXTENSION OF THE CONCEPT OF FUZZY SETS;38
8.5;2.5 FUZZY LOGIC;41
8.6;2.6 FUZZY REASONING;49
8.7;2.7 PROBLEMS FOR PRACTICE;62
9;Chapter 3. Applications in Industry;64
9.1;3.1 OUTLINE;64
9.2;3.2 BLAST FURNACE CONTROL;69
9.3;3.3 COLD-ROLLING CONTROL;84
9.4;3.4 AUTOMOTIVE SPEED CONTROL;98
9.5;3.5 RAINWATER PUMP MANAGEMENT;114
9.6;3.6 AUTOMATIC TRAIN OPERATION;128
9.7;3.7 SPEECH RECOGNITION;141
9.8;3.8 IMAGE RECOGNITION;153
9.9;REFERENCES;174
10;Chapter 4. Expert Systems;178
10.1;4.1 OUTLINE;178
10.2;4.2 BUS SCHEDULING;182
10.3;4.3 EVALUATION OF STRUCTURAL RELIABILITY;194
10.4;4.4 DECISION-MAKING SUPPORT;203
10.5;4.5 MEDICAL DIAGNOSIS;218
10.6;REFERENCES;242
11;Chapter 5. Applications in Business;244
11.1;5.1 KEYS TO BUSINESS APPLICATIONS;245
11.2;5.2 MODELING OF LARGE-SCALE SYSTEMS;252
11.3;5.3 MULTIOBJECTIVE EVALUATION;258
11.4;5.4 MULTIOBJECTIVE PROGRAMMING;265
11.5;5.5 MULTIATTRIBUTE DECISION-MAKING;271
11.6;REFERENCES;279
12;Chapter 6. Fuzzy Computers and Software;282
12.1;6.1 FUZZY COMPUTERS;282
12.2;6.2 FUZZY SOFTWARE;295
12.3;REFERENCES;310
13;Index;312
